XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. - Sina Amirrajab; Samaneh Abbasi-Sureshjani; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (MICCAI (4), 2020)

Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Marcel Breeuwer (SASHIMI@MICCAI, 2020)

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. - Samaneh Abbasi-Sureshjani; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (MIDL, 2020)

Late Fusion U-Net with GAN-Based Augmentation for Generalizable Cardiac MRI Segmentation. - Yasmina Al Khalil; Sina Amirrajab; Josien P. W. Pluim; Marcel Breeuwer (STACOM@MICCAI, 2021)

Influence of image artifacts on image-based computer simulations of the cardiac electrophysiology. - Evianne Kruithof; Sina Amirrajab; Matthijs J. M. Cluitmans; K. D. Lau; Marcel Breeuwer (Comput. Biol. Medicine, 2021)

Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs. - Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (SASHIMI@MICCAI, 2022)

Cardiac MR Image Segmentation and Quality Control in the Presence of Respiratory Motion Artifacts Using Simulated Data. - Sina Amirrajab; Yasmina Al Khalil; Josien P. W. Pluim; Marcel Breeuwer; Cian M. Scannell (STACOM@MICCAI, 2022)

Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Medical Imaging Graph., 2022)

Optimized automated cardiac MR scar quantification with GAN-based data augmentation. - Didier R. P. R. M. Lustermans; Sina Amirrajab; Mitko Veta; Marcel Breeuwer; Cian M. Scannell (Comput. Methods Programs Biomed., 2022)

sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (CoRR, 2022)

Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs. - Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (CoRR, 2022)

A Deep Learning Approach Utilizing Covariance Matrix Analysis for the ISBI Edited MRS Reconstruction Challenge. - Julian P. Merkofer; Dennis M. J. van de Sande; Sina Amirrajab; Gerhard S. Drenthen; Mitko Veta; Jacobus F. A. Jansen; Marcel Breeuwer; Ruud J. G. van Sloun (CoRR, 2023)

Histogram- and Diffusion-Based Medical Out-of-Distribution Detection. - Evi M. C. Huijben; Sina Amirrajab; Josien P. W. Pluim (CoRR, 2023)

On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Medical Image Anal., 2023)

A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (IEEE Trans. Medical Imaging, 2023)

Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Biol. Medicine, 2023)

Brain MR image simulation for deep learning based medical image analysis networks. - Aymen Ayaz; Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Methods Programs Biomed., 2024)

Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges. - Mahmoud Ibrahim; Yasmina Al Khalil; Sina Amirrajab; Chang Sun 001; Marcel Breeuwer; Josien P. W. Pluim; Bart Elen; Gökhan Ertaylan; Michel Dumontier (CoRR, 2024)

Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles. - Evi M. C. Huijben; Sina Amirrajab; Josien P. W. Pluim (CoRR, 2024)

Generative AI for synthetic data across multiple medical modalities: A systematic review of recent developments and challenges. - Mahmoud K. Ibrahim; Yasmina Al Khalil; Sina Amirrajab; Chang Sun 001; Marcel Breeuwer; Josien P. W. Pluim; Bart Elen; Gökhan Ertaylan; Michel Dumontier (Comput. Biol. Medicine, 2025)

Explainable Anatomy-Guided AI for Prostate MRI: Foundation Models and In Silico Clinical Trials for Virtual Biopsy-based Risk Assessment. - Danial Khan; Zohaib Salahuddin; Yumeng Zhang; Sheng Kuang; Shruti Atul Mali; Henry C. Woodruff; Sina Amirrajab; Rachel Cavill; Eduardo Ibor-Crespo; Ana Jimenez-Pastor; Adrián Galiana-Bordera; Paula Jimenez Gomez; et al. (CoRR, 2025)

A Foundation Model Framework for Multi-View MRI Classification of Extramural Vascular Invasion and Mesorectal Fascia Invasion in Rectal Cancer. - Yumeng Zhang; Zohaib Salahuddin; Danial Khan; Shruti Atul Mali; Henry C. Woodruff; Sina Amirrajab; Eduardo Ibor-Crespo; Ana Jimenez-Pastor; Luis Martí-Bonmatí; Philippe Lambin (CoRR, 2025)

Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports. - Sina Amirrajab; Volker Vehof; Michael Bietenbeck; Ali Yilmaz (CoRR, 2025)

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. - Kang Wang 004; Chen Qin; Zhang Shi; Haoran Wang 009; Xiwen Zhang; Chen Chen 042; Cheng Ouyang; Chengliang Dai; Yuanhan Mo; Chenchen Dai; Xutong Kuang; Ruizhe Li; et al. (CoRR, 2025)